{"id":"W1939479446","doi":"10.1111/ceo.12532","title":"Study design, rationale and methods for a population‐based study of myopia in schoolchildren: the <scp>M</scp>yopia <scp>I</scp>nvestigation study in <scp>T</scp>aipei","year":2015,"lang":"en","type":"article","venue":"Clinical and Experimental Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Taipei City Government; National Yang-Ming University","keywords":"Medicine; Demographics; Incidence (geometry); Population; Cycloplegia; Quarter (Canadian coin); Cohort study; Pediatrics; Visual acuity; Demography; Family medicine; Refractive error; Ophthalmology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1164082,0.004064758,0.003445045,0.005442557,0.004118399,0.003201214,0.005246966,0.005417819,0.02334003],"category_scores_gemma":[0.1185031,0.003311612,0.003852986,0.005358999,0.003262434,0.002306261,0.003349647,0.003840956,0.006952366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002525272,"about_ca_system_score_gemma":0.01759943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003716163,"about_ca_topic_score_gemma":0.006825032,"domain_scores_codex":[0.8934887,0.07650775,0.01258508,0.006403108,0.008432364,0.002582991],"domain_scores_gemma":[0.9404311,0.02249598,0.004869044,0.0135679,0.0154472,0.003188804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0632378,0.01661984,0.2034343,0.0509937,0.005554031,0.004768039,0.01345412,0.004740533,0.005271214,0.09044734,0.1918493,0.3496297],"study_design_scores_gemma":[0.06447238,0.02995792,0.1354895,0.03956939,0.006054772,0.002112614,0.005970044,0.01005054,0.004264836,0.03471188,0.6665149,0.0008312435],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.007184391,0.001966302,0.03551657,0.002459652,0.002887207,0.9395556,0.006941726,0.0001447235,0.003343727],"genre_scores_gemma":[0.005855695,0.0003933274,0.03354808,0.001334021,0.0003003376,0.9567808,0.0009466186,0.00002997717,0.0008110986],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1164082,"threshold_uncertainty_score":0.6156329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1900449509109526,"score_gpt":0.4954651096472965,"score_spread":0.3054201587363438,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}